Human and Automatic Speaker Recognition over Telecommunication Channels - Laura Fernández Gallardo

Human and Automatic Speaker Recognition over Telecommunication Channels

Buch | Softcover
169 Seiten
2016 | Softcover reprint of the original 1st ed. 2016
Springer Verlag, Singapore
978-981-10-1319-5 (ISBN)
89,99 inkl. MwSt
This work addresses the evaluation of the human and the automatic speaker recognition performances under different channel distortions caused by bandwidth limitation, codecs, and electro-acoustic user interfaces, among other impairments. Its main contribution is the demonstration of the benefits of communication channels of extended bandwidth, together with an insight into how speaker-specific characteristics of speech are preserved through different transmissions. It provides sufficient motivation for considering speaker recognition as a criterion for the migration from narrowband to enhanced bandwidths, such as wideband and super-wideband.

Introduction.- Literature Review.- Human Speaker Identification Performance under Channel Degradations.- Importance of Intelligible Phonemes for Human Speaker Recognition in Different Bandwidths.- Automatic Speaker Verification Performance Under Channel Distortions.- Detecting Speaker-Discriminative Spectral Content in Wideband for Automatic Speaker Recognition.- Relations Among Speech Quality, Human Speaker Identification, and Automatic Speaker Verification. Conclusions and Future Work.

Erscheinungsdatum
Reihe/Serie T-Labs Series in Telecommunication Services
Zusatzinfo XII, 169 p.
Verlagsort Singapore
Sprache englisch
Maße 155 x 235 mm
Themenwelt Mathematik / Informatik Informatik
Technik Elektrotechnik / Energietechnik
Schlagworte Channel Distortions • Electro-acoustic User Interfaces • Gaussian Mixture Models-Universal Background Model • Human Speaker Identification • i-vectors • Joint Factor Analysis • speaker verification
ISBN-10 981-10-1319-5 / 9811013195
ISBN-13 978-981-10-1319-5 / 9789811013195
Zustand Neuware
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